We developed a computer-vision system that detects and tracks multiple vehicles in a video stream in real time. We fine-tuned Ultralytics YOLO11 on our own dataset and paired it with ByteTrack for identity-preserving tracking.
Adaptable to traffic analytics, security and smart-city scenarios, this R&D project showcases object detection, tracking and model-tuning capabilities together.